Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
← Back to detail78% similar · travel × rewarded_video
Why is your fatigued creative losing to its twin?
7 high-impact attribute differences
Your fatigued creativeRescue
36Health
Escape this weekend#500056 · food-closeup · book now
ROAS7.85×
CTR0.72%
CVR6.0%
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Twin winnerScale
32Health
Fly smarter#500743 · urgency · book now
ROAS7.77×
CTR0.87%
CVR5.9%
Vision insight · preview
Reduce visual clutter for higher engagement.
The winning creative has significantly more visual clutter (0.273) than the fatigued version (0.02). This attribute correlates with higher engagement in the cohort, as the winner achieved a 0.0087 CTR versus the source’s 0.0072. Prioritize simplifying the visual design.
Confidence 95% · generated from attribute deltas.
Attribute diffs · where the winner pulls ahead
FieldYoursTwinDirectionImpactthemefood-closeupurgency→cta textBook nowWatch now→emotional toneadventuroustrustworthy→duration sec106↓text density0.290.36↑clutter score0.020.27↑novelty score0.740.62↓
Winning patterns in this cohort
22 of 61 top performers · travel / rewarded_video+38%in 64% of winners
Price prominently shown64% of winners surface the price up front. Eliminates the biggest dropout step in the funnel.+27%in 45% of winners
User-generated style framing45% of winners use UGC-style framing. Reads as authentic rather than produced; lifts attention on rewarded video and interstitial slots.-1%in 45% of winners
Visible price / discount proofConcrete value proof — 45% of top rewarded_video ads in travel carry a visible discount badge. Where the headline lacks proof, winners overwhelmingly substitute price.